--------------------------------------------------------------------------------
      name:  <unnamed>
       log:  H:\YR\labora\labora\Keh\Keksij�t\totaaliajot\educ_30012015.log
  log type:  text
 opened on:  30 Jan 2015, 11:06:07

. 
. use uinv_linked.dta

. 
. drop vuosi

. rename hakuvuosi vuosi

. keep shtun vuosi spatent asscode cat  creceive creceive1 no_inv syrtun_patk sy
> rtun_fleedk

. 
. gen citlag              =       2002 - vuosi

. 
. rename creceive1 cits

. 
. *expected lifetime citations, correction factors from Hall et al.
. 
. replace cits    = cits / 0.037 if citlag == 1 & cat == 1
(0 real changes made)

. replace cits    = cits / 0.045 if citlag == 1 & cat == 2
(0 real changes made)

. replace cits    = cits / 0.026 if citlag == 1 & cat == 3
(0 real changes made)

. replace cits    = cits / 0.048 if citlag == 1 & cat == 4
(0 real changes made)

. replace cits    = cits / 0.043 if citlag == 1 & cat == 5
(0 real changes made)

. replace cits    = cits / 0.026 if citlag == 1 & cat == 6
(0 real changes made)

. 
. replace cits    = cits / 0.091 if citlag == 2 & cat == 1  
(0 real changes made)

. replace cits    = cits / 0.112 if citlag == 2 & cat == 2
(0 real changes made)

. replace cits    = cits / 0.067 if citlag == 2 & cat == 3
(0 real changes made)

. replace cits    = cits / 0.115 if citlag == 2 & cat == 4
(0 real changes made)

. replace cits    = cits / 0.101 if citlag == 2 & cat == 5
(0 real changes made)

. replace cits    = cits / 0.069 if citlag == 2 & cat == 6
(0 real changes made)

. 
. replace cits    = cits / 0.152 if citlag == 3 & cat == 1
(0 real changes made)

. replace cits    = cits / 0.188 if citlag == 3 & cat == 2
cits was byte now float
(1 real change made)

. replace cits    = cits / 0.114 if citlag == 3 & cat == 3
(0 real changes made)

. replace cits    = cits / 0.187 if citlag == 3 & cat == 4
(1 real change made)

. replace cits    = cits / 0.164 if citlag == 3 & cat == 5
(1 real change made)

. replace cits    = cits / 0.123 if citlag == 3 & cat == 6
(0 real changes made)

. 
. replace cits    = cits / 0.214 if citlag == 4 & cat == 1
(39 real changes made)

. replace cits    = cits / 0.266 if citlag == 4 & cat == 2
(13 real changes made)

. replace cits    = cits / 0.165 if citlag == 4 & cat == 3
(21 real changes made)

. replace cits    = cits / 0.259 if citlag == 4 & cat == 4
(7 real changes made)

. replace cits    = cits / 0.226 if citlag == 4 & cat == 5
(29 real changes made)

. replace cits    = cits / 0.182 if citlag == 4 & cat == 6
(12 real changes made)

. 
. replace cits    = cits / 0.275 if citlag == 5 & cat == 1
(144 real changes made)

. replace cits    = cits / 0.342 if citlag == 5 & cat == 2
(212 real changes made)

. replace cits    = cits / 0.216 if citlag == 5 & cat == 3
(50 real changes made)

. replace cits    = cits / 0.327 if citlag == 5 & cat == 4
(54 real changes made)

. replace cits    = cits / 0.285 if citlag == 5 & cat == 5
(116 real changes made)

. replace cits    = cits / 0.244 if citlag == 5 & cat == 6
(47 real changes made)

. 
. replace cits    = cits / 0.333 if citlag == 6 & cat == 1
(136 real changes made)

. replace cits    = cits / 0.413 if citlag == 6 & cat == 2
(417 real changes made)

. replace cits    = cits / 0.265 if citlag == 6 & cat == 3
(77 real changes made)

. replace cits    = cits / 0.390 if citlag == 6 & cat == 4
(79 real changes made)

. replace cits    = cits / 0.341 if citlag == 6 & cat == 5
(106 real changes made)

. replace cits    = cits / 0.306 if citlag == 6 & cat == 6
(68 real changes made)

. 
. replace cits    = cits / 0.387 if citlag == 7 & cat == 1
(185 real changes made)

. replace cits    = cits / 0.479 if citlag == 7 & cat == 2
(202 real changes made)

. replace cits    = cits / 0.314 if citlag == 7 & cat == 3
(94 real changes made)

. replace cits    = cits / 0.448 if citlag == 7 & cat == 4
(97 real changes made)

. replace cits    = cits / 0.393 if citlag == 7 & cat == 5
(110 real changes made)

. replace cits    = cits / 0.366 if citlag == 7 & cat == 6
(90 real changes made)

. 
. replace cits    = cits / 0.438 if citlag == 8 & cat == 1
(250 real changes made)

. replace cits    = cits / 0.538 if citlag == 8 & cat == 2
(113 real changes made)

. replace cits    = cits / 0.360 if citlag == 8 & cat == 3
(109 real changes made)

. replace cits    = cits / 0.502 if citlag == 8 & cat == 4
(98 real changes made)

. replace cits    = cits / 0.442 if citlag == 8 & cat == 5
(114 real changes made)

. replace cits    = cits / 0.424 if citlag == 8 & cat == 6
(68 real changes made)

. 
. replace cits    = cits / 0.485 if citlag == 9 & cat == 1
(157 real changes made)

. replace cits    = cits / 0.592 if citlag == 9 & cat == 2
(110 real changes made)

. replace cits    = cits / 0.404 if citlag == 9 & cat == 3
(73 real changes made)

. replace cits    = cits / 0.550 if citlag == 9 & cat == 4
(74 real changes made)

. replace cits    = cits / 0.487 if citlag == 9 & cat == 5
(98 real changes made)

. replace cits    = cits / 0.479 if citlag == 9 & cat == 6
(50 real changes made)

. 
. replace cits    = cits / 0.529 if citlag == 10 & cat == 1
(165 real changes made)

. replace cits    = cits / 0.640 if citlag == 10 & cat == 2
(81 real changes made)

. replace cits    = cits / 0.446 if citlag == 10 & cat == 3
(49 real changes made)

. replace cits    = cits / 0.594 if citlag == 10 & cat == 4
(92 real changes made)

. replace cits    = cits / 0.530 if citlag == 10 & cat == 5
(89 real changes made)

. replace cits    = cits / 0.530 if citlag == 10 & cat == 6
(60 real changes made)

. 
. replace cits    = cits / 0.569 if citlag == 11 & cat == 1
(161 real changes made)

. replace cits    = cits / 0.683 if citlag == 11 & cat == 2
(44 real changes made)

. replace cits    = cits / 0.486 if citlag == 11 & cat == 3
(67 real changes made)

. replace cits    = cits / 0.635 if citlag == 11 & cat == 4
(90 real changes made)

. replace cits    = cits / 0.569 if citlag == 11 & cat == 5
(109 real changes made)

. replace cits    = cits / 0.578 if citlag == 11 & cat == 6
(101 real changes made)

. 
. replace cits    = cits / 0.607 if citlag == 12 & cat == 1
(161 real changes made)

. replace cits    = cits / 0.721 if citlag == 12 & cat == 2
(44 real changes made)

. replace cits    = cits / 0.524 if citlag == 12 & cat == 3
(65 real changes made)

. replace cits    = cits / 0.671 if citlag == 12 & cat == 4
(68 real changes made)

. replace cits    = cits / 0.606 if citlag == 12 & cat == 5
(169 real changes made)

. replace cits    = cits / 0.622 if citlag == 12 & cat == 6
(97 real changes made)

. 
. replace cits    = cits / 0.642 if citlag == 13 & cat == 1
(158 real changes made)

. replace cits    = cits / 0.755 if citlag == 13 & cat == 2
(19 real changes made)

. replace cits    = cits / 0.560 if citlag == 13 & cat == 3
(38 real changes made)

. replace cits    = cits / 0.705 if citlag == 13 & cat == 4
(63 real changes made)

. replace cits    = cits / 0.640 if citlag == 13 & cat == 5
(122 real changes made)

. replace cits    = cits / 0.662 if citlag == 13 & cat == 6
(84 real changes made)

. 
. replace cits    = cits / 0.674 if citlag == 14 & cat == 1
(191 real changes made)

. replace cits    = cits / 0.785 if citlag == 14 & cat == 2
(11 real changes made)

. replace cits    = cits / 0.593 if citlag == 14 & cat == 3
(45 real changes made)

. replace cits    = cits / 0.735 if citlag == 14 & cat == 4
(57 real changes made)

. replace cits    = cits / 0.671 if citlag == 14 & cat == 5
(94 real changes made)

. replace cits    = cits / 0.699 if citlag == 14 & cat == 6
(72 real changes made)

. 
. replace cits    = cits / 0.704 if citlag == 15 & cat == 1
(0 real changes made)

. replace cits    = cits / 0.812 if citlag == 15 & cat == 2
(0 real changes made)

. replace cits    = cits / 0.625 if citlag == 15 & cat == 3
(0 real changes made)

. replace cits    = cits / 0.763 if citlag == 15 & cat == 4
(0 real changes made)

. replace cits    = cits / 0.701 if citlag == 15 & cat == 5
(0 real changes made)

. replace cits    = cits / 0.732 if citlag == 15 & cat == 6
(0 real changes made)

. 
. rename cits creceive1

. 
. *-----------------------------------------------------------------------------
> ----
. 
. *merge patent data with inventor data
. 
. *-----------------------------------------------------------------------------
> ----
. 
. sort shtun vuosi

. save inv_linked_app.dta, replace
file inv_linked_app.dta saved

. clear

. 
. use ht8804_inv.dta

. keep shtun vuosi sp ika kieli kans saika ptoim1 amas1 apvm1 tyokk yotutk ttyot
> u tyrtu svatva svatvp syrtun nuts1 nuts2 nuts3 ututku amko skunta  

. destring vuosi, replace
vuosi has all characters numeric; replaced as int

. sort shtun vuosi

. merge shtun vuosi using inv_linked_app.dta, uniqmaster
(note: you are using old merge syntax; see [D] merge for new syntax)
variables shtun vuosi do not uniquely identify observations in
    inv_linked_app.dta

. tab _merge

     _merge |      Freq.     Percent        Cum.
------------+-----------------------------------
          1 |     47,047       85.37       85.37
          2 |      2,056        3.73       89.10
          3 |      6,009       10.90      100.00
------------+-----------------------------------
      Total |     55,112      100.00

. drop _merge

. sort shtun vuosi

. 
. 
. *-----------------------------------------------------------------------------
> ----
. 
. *calculate patents & citations per individual by application year
. 
. *-----------------------------------------------------------------------------
> ----
. 
. egen paten                                      = group(spatent)
(47047 missing values generated)

. by shtun vuosi: egen pats       = count(paten)

. 
. by shtun vuosi: egen cits       = total(creceive1)

. 
. duplicates drop shtun vuosi pats, force

Duplicates in terms of shtun vuosi pats

(3160 observations deleted)

. 
. save inv.dta, replace
file inv.dta saved

. 
. clear

. 
. use inv.dta 

. 
. *drop last 3 years of data because of truncation issues
. 
. keep if vuosi                           >= 1988 & vuosi <= 1996
(23645 observations deleted)

. 
. sort shtun

. 
. by shtun: egen totpat           = total(pats)

. 
. drop if totpat                          == 0
(3813 observations deleted)

. 
. by shtun: egen totcit           = total(cits)

. 
. *-----------------------------------------------------------------------------
> ----
. 
. *APPEND A RANDOM SAMPLE OF PEOPLE AS CONTROLS
. 
. *-----------------------------------------------------------------------------
> ----
. 
. append using "H:\YR\labora\labora\Keh\Keksij�t\kontrollit\kontr_otos1.dta"

. 
. keep if vuosi                           == 1988
(921813 observations deleted)

. 
. replace totpat                          = 0 if totpat ==.
(100002 real changes made)

. replace totcit                          = 0 if totcit ==.
(100002 real changes made)

. 
. drop if shtun                           == ""
(1 observation deleted)

. 
. sort shtun

. duplicates report shtun

Duplicates in terms of shtun

--------------------------------------
   copies | observations       surplus
----------+---------------------------
        1 |       102570             0
        2 |          158            79
--------------------------------------

. 
. egen id                                         = group(shtun)

. 
. gsort id -totpat

. duplicates drop id, force

Duplicates in terms of id

(79 observations deleted)

. 
. save inv_linked_s2.dta, replace
file inv_linked_s2.dta saved

. clear

. 
. *-----------------------------------------------------------------------------
> ----
. 
. *add data on parents
. 
. *-----------------------------------------------------------------------------
> ----
. 
. use inv_linked_s2.dta

. sort shtun

. 
. merge shtun using isat_1970.dta, uniqmaster sort keep(iedu)
(note: you are using old merge syntax; see [D] merge for new syntax)

. 
. tab _merge

     _merge |      Freq.     Percent        Cum.
------------+-----------------------------------
          1 |     55,704       12.73       12.73
          2 |    334,978       76.54       89.27
          3 |     46,945       10.73      100.00
------------+-----------------------------------
      Total |    437,627      100.00

. 
. drop if _merge                          == 2
(334978 observations deleted)

. rename _merge isat

. 
. *-----------------------------------------------------------------------------
> ----
. 
. *PERSON-LEVEL CONTROLS
. 
. *-----------------------------------------------------------------------------
> ----
. 
. destring sp,            replace
sp has all characters numeric; replaced as byte
(8 missing values generated)

. destring kieli,         replace
kieli has all characters numeric; replaced as byte
(8 missing values generated)

. destring ika,           replace
ika has all characters numeric; replaced as byte
(8 missing values generated)

. destring kans,          replace
kans has all characters numeric; replaced as int
(8 missing values generated)

. destring ptoim1,        replace
ptoim1 has all characters numeric; replaced as byte
(8 missing values generated)

. destring amas1,         replace
amas1 has all characters numeric; replaced as byte
(31547 missing values generated)

. destring tyokk,         replace
tyokk has all characters numeric; replaced as byte
(8 missing values generated)

. destring yotutk,        replace
yotutk has all characters numeric; replaced as byte
(8 missing values generated)

. destring nuts2,         replace
nuts2 has all characters numeric; replaced as byte
(8 missing values generated)

. 
. 
. *GENDER
. gen female                              = 1 if sp == 2
(52322 missing values generated)

. replace female                  = 0 if sp == 1
(52314 real changes made)

. tabstat female,                 stat(mean p50 n)

    variable |      mean       p50         N
-------------+------------------------------
      female |  .4903206         0    102641
--------------------------------------------

. 
. *EDUCATION
. rename yotutk college

. rename ututku educ 

. 
. gen edu_level                   = substr(educ,1,1)
(8 missing values generated)

. destring edu_level, replace
edu_level has all characters numeric; replaced as byte
(8 missing values generated)

. tab edu_level

  edu_level |      Freq.     Percent        Cum.
------------+-----------------------------------
          3 |     36,674       35.73       35.73
          5 |     10,459       10.19       45.92
          6 |      4,602        4.48       50.40
          7 |      4,634        4.51       54.92
          8 |        634        0.62       55.54
          9 |     45,638       44.46      100.00
------------+-----------------------------------
      Total |    102,641      100.00

. 
. gen edu_field                   = substr(educ,2,1)
(8 missing values generated)

. destring edu_field, replace
edu_field has all characters numeric; replaced as byte
(8 missing values generated)

. tab edu_field

  edu_field |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |      7,275        7.09        7.09
          1 |      1,548        1.51        8.60
          2 |      1,571        1.53       10.13
          3 |      9,616        9.37       19.50
          4 |      1,161        1.13       20.63
          5 |     20,077       19.56       40.19
          6 |      3,230        3.15       43.33
          7 |      5,287        5.15       48.48
          8 |      7,236        7.05       55.53
          9 |     45,640       44.47      100.00
------------+-----------------------------------
      Total |    102,641      100.00

. 
. gen edu                                 = substr(educ,1,2)
(8 missing values generated)

. destring edu, replace
edu has all characters numeric; replaced as byte
(8 missing values generated)

. *tab edu
. 
. sort id vuosi

. 
. gen uni_eng                             = 0

. replace uni_eng                 = 1 if edu == 75 | edu == 85
(1555 real changes made)

. tabstat uni_eng,                stat(mean p50 n)

    variable |      mean       p50         N
-------------+------------------------------
     uni_eng |  .0151487         0    102649
--------------------------------------------

. 
. gen eng                                 = 0

. replace eng                             = 1 if edu == 65 | edu == 75 | edu == 
> 85
(3248 real changes made)

. tabstat eng,                    stat(mean p50 n)

    variable |      mean       p50         N
-------------+------------------------------
         eng |  .0316418         0    102649
--------------------------------------------

. 
. gen uni                                 = 0

. replace uni                             = 1 if edu_level == 7 | edu_level == 8
(5268 real changes made)

. tabstat uni,                    stat(mean n)

    variable |      mean         N
-------------+--------------------
         uni |  .0513205    102649
----------------------------------

. 
. *NATIONALITY
. gen finn                                = 1 if kans == 1
(410 missing values generated)

. replace finn                    = 0 if kans != 1 & kans !=.
(402 real changes made)

. tabstat finn,                   stat(mean n)

    variable |      mean         N
-------------+--------------------
        finn |  .9960834    102641
----------------------------------

. 
. *LANGUAGE
. tab kieli

      kieli |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        450        0.44        0.44
          1 |     96,404       93.92       94.36
          2 |      5,786        5.64      100.00
          9 |          1        0.00      100.00
------------+-----------------------------------
      Total |    102,641      100.00

. 
. gen finnish                             = 1 if kieli == 1
(6245 missing values generated)

. replace finnish                 = 0 if kieli != 1 & kieli !=.
(6237 real changes made)

. 
. gen swedish                             = 1 if kieli == 2
(96863 missing values generated)

. replace swedish                 = 0 if kieli != 2 & kieli !=.
(96855 real changes made)

. 
. *AGE
. gen age                                 = ika
(8 missing values generated)

. 
. drop if ika                             ==.
(8 observations deleted)

. 
. gen age2                                = age^2

. gen age3                                = age^3

. gen age4                                = age^4

. gen age5                                = age^5

. gen age6                                = age^6

. 
. *BIRTH COHORTS
. gen syntaika                    = vuosi - age

. 
. gen synt1                               = 0

. replace synt1                   = 1 if syntaika < 1930
(12727 real changes made)

. gen synt2                               = 0

. replace synt2                   = 1 if syntaika > 1929 & syntaika < 1940
(15857 real changes made)

. gen synt3                               = 0

. replace synt3                   = 1 if syntaika > 1939 & syntaika < 1950
(22346 real changes made)

. gen synt4                               = 0

. replace synt4                   = 1 if syntaika > 1949 & syntaika < 1960
(24459 real changes made)

. gen synt5                               = 0

. replace synt5                   = 1 if syntaika > 1959 & syntaika < 1970
(21951 real changes made)

. gen synt6                               = 0

. replace synt6                   = 1 if syntaika > 1969 & syntaika < 1980
(5301 real changes made)

. gen synt7                               = 0

. replace synt7                   = 1 if syntaika > 1979 & syntaika !=.
(0 real changes made)

. 
. gen born_29_50                  = synt2 + synt3

. gen born_49_60                  = synt4

. gen born_59_70                  = synt5

. 
. *-----------------------------------------------------------------------------
> ----
. 
. gen svuosi                              = vuosi - age + 18

. keep                                    if svuosi > 1949 & svuosi < 1982
(33783 observations deleted)

. 
. sort skunta svuosi

. 
. merge skunta svuosi using dist_stud1.dta, uniqusing sort keep(near_uni near_te
> c km490)
(note: you are using old merge syntax; see [D] merge for new syntax)
variables skunta svuosi do not uniquely identify observations in the master
    data

. 
. tab _merge

     _merge |      Freq.     Percent        Cum.
------------+-----------------------------------
          1 |      8,624       12.14       12.14
          2 |      2,178        3.07       15.21
          3 |     60,234       84.79      100.00
------------+-----------------------------------
      Total |     71,036      100.00

. drop _merge 

. 
. sort skunta svuosi

. 
. merge skunta svuosi using dist_stud3.dta, uniqusing sort keep(espoo tampere ou
> lu lappeen turku maakunta)
(note: you are using old merge syntax; see [D] merge for new syntax)
variables skunta svuosi do not uniquely identify observations in the master
    data

. 
. tab _merge

     _merge |      Freq.     Percent        Cum.
------------+-----------------------------------
          1 |      8,624       12.14       12.14
          3 |     62,412       87.86      100.00
------------+-----------------------------------
      Total |     71,036      100.00

. drop _merge

. 
. replace near_tec                = near_tec / 100
(62412 real changes made)

. replace near_uni                = near_uni / 100
(62412 real changes made)

. 
. *merge regional dummies
. 
. sort skunta

. 
. merge skunta using alueet07.dta, uniqusing sort keep(mkkoodi skkoodi tkaluenro
> )
(note: you are using old merge syntax; see [D] merge for new syntax)
variable skunta does not uniquely identify observations in the master data

. 
. *-----------------------------------------------------------------------------
> ----
. 
. *generate areas and cohort sizes to do Wald-estimate & new IV based on number 
> of study places
. 
. *-----------------------------------------------------------------------------
> ----
. 
. *need to use sampling weights (1/sampling probability for non-inventors)
. 
. gen paino                               = 1

. replace paino                   = 20 if totpat == 0
(66530 real changes made)

. 
. 
. *cohort size
. sort svuosi mkkoodi

. by svuosi mkkoodi: egen pop_mk = total(paino)

. 
. *generate an indicator for inventors
. gen d_pat                               = 0

. replace d_pat                   = 1 if totpat > 0 & totpat !=.
(2328 real changes made)

. 
. *inventors
. bysort svuosi mkkoodi: egen inv_mk = total(d_pat)

. 
. *engineers
. gen eng_paino                   = paino * eng
(2188 missing values generated)

. bysort svuosi mkkoodi: egen eng_mk = total(eng_paino) 

. 
. *uni engineers
. gen ueng_paino                  = paino * uni_eng
(2188 missing values generated)

. bysort svuosi mkkoodi: egen ueng_mk = total(ueng_paino)

. 
. 
. gen inv_mkpc                    = inv_mk / pop_mk

. gen eng_mkpc                    = eng_mk / pop_mk

. 
. * generate # study-places at different universities / regional population
. gen places                              = 398 / pop_mk if svuosi == 1950 & mkk
> oodi == 1
(70897 missing values generated)

. replace places                  = 397 / pop_mk if svuosi == 1951 & mkkoodi == 
> 1
(100 real changes made)

. replace places                  = 405 / pop_mk if svuosi == 1952 & mkkoodi == 
> 1
(130 real changes made)

. replace places                  = 376 / pop_mk if svuosi == 1953 & mkkoodi == 
> 1
(119 real changes made)

. replace places                  = 390 / pop_mk if svuosi == 1954 & mkkoodi == 
> 1
(122 real changes made)

. replace places                  = 453 / pop_mk if svuosi == 1955 & mkkoodi == 
> 1
(146 real changes made)

. replace places                  = 451 / pop_mk if svuosi == 1956 & mkkoodi == 
> 1
(154 real changes made)

. replace places                  = 459 / pop_mk if svuosi == 1957 & mkkoodi == 
> 1
(180 real changes made)

. replace places                  = 455 / pop_mk if svuosi == 1958 & mkkoodi == 
> 1
(176 real changes made)

. replace places                  = 473 / pop_mk if svuosi == 1959 & mkkoodi == 
> 1
(244 real changes made)

. replace places                  = 510 / pop_mk if svuosi == 1960 & mkkoodi == 
> 1
(196 real changes made)

. replace places                  = 565 / pop_mk if svuosi == 1961 & mkkoodi == 
> 1
(234 real changes made)

. replace places                  = 560 / pop_mk if svuosi == 1962 & mkkoodi == 
> 1
(208 real changes made)

. replace places                  = 590 / pop_mk if svuosi == 1963 & mkkoodi == 
> 1
(359 real changes made)

. replace places                  = 646 / pop_mk if svuosi == 1964 & mkkoodi == 
> 1
(383 real changes made)

. replace places                  = 596 / pop_mk if svuosi == 1965 & mkkoodi == 
> 1
(372 real changes made)

. replace places                  = 695 / pop_mk if svuosi == 1966 & mkkoodi == 
> 1
(313 real changes made)

. replace places                  = 709 / pop_mk if svuosi == 1967 & mkkoodi == 
> 1
(331 real changes made)

. replace places                  = 737 / pop_mk if svuosi == 1968 & mkkoodi == 
> 1
(315 real changes made)

. replace places                  = 770 / pop_mk if svuosi == 1969 & mkkoodi == 
> 1
(298 real changes made)

. replace places                  = 783 / pop_mk if svuosi == 1970 & mkkoodi == 
> 1
(344 real changes made)

. replace places                  = 834 / pop_mk if svuosi == 1971 & mkkoodi == 
> 1
(325 real changes made)

. replace places                  = 823 / pop_mk if svuosi == 1972 & mkkoodi == 
> 1
(304 real changes made)

. replace places                  = 832 / pop_mk if svuosi == 1973 & mkkoodi == 
> 1
(347 real changes made)

. replace places                  = 892 / pop_mk if svuosi == 1974 & mkkoodi == 
> 1
(388 real changes made)

. replace places                  = 831 / pop_mk if svuosi == 1975 & mkkoodi == 
> 1
(341 real changes made)

. replace places                  = 913 / pop_mk if svuosi == 1976 & mkkoodi == 
> 1
(321 real changes made)

. replace places                  = 901 / pop_mk if svuosi == 1977 & mkkoodi == 
> 1
(371 real changes made)

. replace places                  = 815 / pop_mk if svuosi == 1978 & mkkoodi == 
> 1
(349 real changes made)

. replace places                  = 824 / pop_mk if svuosi == 1979 & mkkoodi == 
> 1 
(384 real changes made)

. replace places                  = 900 / pop_mk if svuosi == 1980 & mkkoodi == 
> 1
(399 real changes made)

. replace places                  = 892 / pop_mk if svuosi == 1981 & mkkoodi == 
> 1
(426 real changes made)

. 
. replace places                  = 0 if svuosi >= 1950 & svuosi < 1959 & mkkood
> i == 17
(1201 real changes made)

. replace places                  = 38 /pop_mk   if svuosi == 1959 & mkkoodi == 
> 17
(191 real changes made)

. replace places                  = 45 /pop_mk   if svuosi == 1960 & mkkoodi == 
> 17
(115 real changes made)

. replace places                  = 49 / pop_mk  if svuosi == 1961 & mkkoodi == 
> 17
(141 real changes made)

. replace places                  = 23 / pop_mk  if svuosi == 1962 & mkkoodi == 
> 17
(144 real changes made)

. replace places                  = 37 / pop_mk  if svuosi == 1963 & mkkoodi == 
> 17
(183 real changes made)

. replace places                  = 74 / pop_mk  if svuosi == 1964 & mkkoodi == 
> 17
(211 real changes made)

. replace places                  = 175 / pop_mk if svuosi == 1965 & mkkoodi == 
> 17
(207 real changes made)

. replace places                  = 159 / pop_mk if svuosi == 1966 & mkkoodi == 
> 17
(248 real changes made)

. replace places                  = 184 / pop_mk if svuosi == 1967 & mkkoodi == 
> 17
(224 real changes made)

. replace places                  = 187 / pop_mk if svuosi == 1968 & mkkoodi == 
> 17
(224 real changes made)

. replace places                  = 186 / pop_mk if svuosi == 1969 & mkkoodi == 
> 17
(208 real changes made)

. replace places                  = 187 / pop_mk if svuosi == 1970 & mkkoodi == 
> 17
(224 real changes made)

. replace places                  = 235 / pop_mk if svuosi == 1971 & mkkoodi == 
> 17
(198 real changes made)

. replace places                  = 212 / pop_mk if svuosi == 1972 & mkkoodi == 
> 17
(237 real changes made)

. replace places                  = 241 / pop_mk if svuosi == 1973 & mkkoodi == 
> 17
(203 real changes made)

. replace places                  = 256 / pop_mk if svuosi == 1974 & mkkoodi == 
> 17
(214 real changes made)

. replace places                  = 240 / pop_mk if svuosi == 1975 & mkkoodi == 
> 17
(204 real changes made)

. replace places                  = 244 / pop_mk if svuosi == 1976 & mkkoodi == 
> 17
(196 real changes made)

. replace places                  = 207 / pop_mk if svuosi == 1977 & mkkoodi == 
> 17
(210 real changes made)

. replace places                  = 163 / pop_mk if svuosi == 1978 & mkkoodi == 
> 17
(190 real changes made)

. replace places                  = 203 / pop_mk if svuosi == 1979 & mkkoodi == 
> 17
(190 real changes made)

. replace places                  = 222 / pop_mk if svuosi == 1980 & mkkoodi == 
> 17
(194 real changes made)

. replace places                  = 243 / pop_mk if svuosi == 1981 & mkkoodi == 
> 17
(206 real changes made)

. 
. replace places                  = 0 if svuosi >= 1950 & svuosi < 1965 & mkkood
> i == 6
(2229 real changes made)

. replace places                  = 132 / pop_mk if svuosi == 1965 & mkkoodi == 
> 6
(241 real changes made)

. replace places                  = 108 / pop_mk if svuosi == 1966 & mkkoodi == 
> 6
(214 real changes made)

. replace places                  = 124 / pop_mk if svuosi == 1967 & mkkoodi == 
> 6
(217 real changes made)

. replace places                  = 116 / pop_mk if svuosi == 1968 & mkkoodi == 
> 6
(205 real changes made)

. replace places                  = 115 / pop_mk if svuosi == 1969 & mkkoodi == 
> 6
(209 real changes made)

. replace places                  = 125 / pop_mk if svuosi == 1970 & mkkoodi == 
> 6
(213 real changes made)

. replace places                  = 190 / pop_mk if svuosi == 1971 & mkkoodi == 
> 6
(198 real changes made)

. replace places                  = 232 / pop_mk if svuosi == 1972 & mkkoodi == 
> 6
(196 real changes made)

. replace places                  = 308 / pop_mk if svuosi == 1973 & mkkoodi == 
> 6
(184 real changes made)

. replace places                  = 364 / pop_mk if svuosi == 1974 & mkkoodi == 
> 6
(187 real changes made)

. replace places                  = 413 / pop_mk if svuosi == 1975 & mkkoodi == 
> 6
(205 real changes made)

. replace places                  = 468 / pop_mk if svuosi == 1976 & mkkoodi == 
> 6
(191 real changes made)

. replace places                  = 427 / pop_mk if svuosi == 1977 & mkkoodi == 
> 6
(188 real changes made)

. replace places                  = 444 / pop_mk if svuosi == 1978 & mkkoodi == 
> 6
(190 real changes made)

. replace places                  = 415 / pop_mk if svuosi == 1979 & mkkoodi == 
> 6
(191 real changes made)

. replace places                  = 435 / pop_mk if svuosi == 1980 & mkkoodi == 
> 6
(180 real changes made)

. replace places                  = 432 / pop_mk if svuosi == 1981 & mkkoodi == 
> 6 
(177 real changes made)

. 
. replace places                  = 0 if svuosi >= 1950 & svuosi < 1969 & mkkood
> i == 9
(1396 real changes made)

. replace places                  = 47 / pop_mk  if svuosi == 1969 & mkkoodi == 
> 9
(71 real changes made)

. replace places                  = 43 / pop_mk  if svuosi == 1970 & mkkoodi == 
> 9
(77 real changes made)

. replace places                  = 45 / pop_mk  if svuosi == 1971 & mkkoodi == 
> 9
(79 real changes made)

. replace places                  = 71 / pop_mk  if svuosi == 1972 & mkkoodi == 
> 9
(73 real changes made)

. replace places                  = 105 / pop_mk if svuosi == 1973 & mkkoodi == 
> 9
(83 real changes made)

. replace places                  = 108 / pop_mk if svuosi == 1974 & mkkoodi == 
> 9
(71 real changes made)

. replace places                  = 149 / pop_mk if svuosi == 1975 & mkkoodi == 
> 9
(99 real changes made)

. replace places                  = 148 / pop_mk if svuosi == 1976 & mkkoodi == 
> 9
(89 real changes made)

. replace places                  = 138 / pop_mk if svuosi == 1977 & mkkoodi == 
> 9
(83 real changes made)

. replace places                  = 175 / pop_mk if svuosi == 1978 & mkkoodi == 
> 9
(74 real changes made)

. replace places                  = 217 / pop_mk if svuosi == 1979 & mkkoodi == 
> 9
(86 real changes made)

. replace places                  = 241 / pop_mk if svuosi == 1980 & mkkoodi == 
> 9
(74 real changes made)

. replace places                  = 251 / pop_mk if svuosi == 1981 & mkkoodi == 
> 9 
(73 real changes made)

. 
. sort svuosi mkkoodi

. by svuosi mkkoodi: tab places

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1446221 |        149      100.00      100.00
------------+-----------------------------------
      Total |        149      100.00

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        114      100.00      100.00
------------+-----------------------------------
      Total |        114      100.00

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         67      100.00      100.00
------------+-----------------------------------
      Total |         67      100.00

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        124      100.00      100.00
------------+-----------------------------------
      Total |        124      100.00

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1950, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .2240406 |        100      100.00      100.00
------------+-----------------------------------
      Total |        100      100.00

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        106      100.00      100.00
------------+-----------------------------------
      Total |        106      100.00

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         52      100.00      100.00
------------+-----------------------------------
      Total |         52      100.00

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        125      100.00      100.00
------------+-----------------------------------
      Total |        125      100.00

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1951, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1721207 |        130      100.00      100.00
------------+-----------------------------------
      Total |        130      100.00

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         97      100.00      100.00
------------+-----------------------------------
      Total |         97      100.00

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         66      100.00      100.00
------------+-----------------------------------
      Total |         66      100.00

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        147      100.00      100.00
------------+-----------------------------------
      Total |        147      100.00

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1952, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1778619 |        119      100.00      100.00
------------+-----------------------------------
      Total |        119      100.00

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        126      100.00      100.00
------------+-----------------------------------
      Total |        126      100.00

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         74      100.00      100.00
------------+-----------------------------------
      Total |         74      100.00

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        140      100.00      100.00
------------+-----------------------------------
      Total |        140      100.00

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1953, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
    .176311 |        122      100.00      100.00
------------+-----------------------------------
      Total |        122      100.00

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        121      100.00      100.00
------------+-----------------------------------
      Total |        121      100.00

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         73      100.00      100.00
------------+-----------------------------------
      Total |         73      100.00

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        115      100.00      100.00
------------+-----------------------------------
      Total |        115      100.00

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1954, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1731651 |        146      100.00      100.00
------------+-----------------------------------
      Total |        146      100.00

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        108      100.00      100.00
------------+-----------------------------------
      Total |        108      100.00

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         78      100.00      100.00
------------+-----------------------------------
      Total |         78      100.00

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        128      100.00      100.00
------------+-----------------------------------
      Total |        128      100.00

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1955, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1613596 |        154      100.00      100.00
------------+-----------------------------------
      Total |        154      100.00

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        133      100.00      100.00
------------+-----------------------------------
      Total |        133      100.00

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         83      100.00      100.00
------------+-----------------------------------
      Total |         83      100.00

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        137      100.00      100.00
------------+-----------------------------------
      Total |        137      100.00

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1956, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1392597 |        180      100.00      100.00
------------+-----------------------------------
      Total |        180      100.00

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        145      100.00      100.00
------------+-----------------------------------
      Total |        145      100.00

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         73      100.00      100.00
------------+-----------------------------------
      Total |         73      100.00

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        157      100.00      100.00
------------+-----------------------------------
      Total |        157      100.00

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1957, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1423209 |        176      100.00      100.00
------------+-----------------------------------
      Total |        176      100.00

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        145      100.00      100.00
------------+-----------------------------------
      Total |        145      100.00

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         52      100.00      100.00
------------+-----------------------------------
      Total |         52      100.00

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        128      100.00      100.00
------------+-----------------------------------
      Total |        128      100.00

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1958, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1064596 |        244      100.00      100.00
------------+-----------------------------------
      Total |        244      100.00

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        171      100.00      100.00
------------+-----------------------------------
      Total |        171      100.00

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         62      100.00      100.00
------------+-----------------------------------
      Total |         62      100.00

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0106353 |        191      100.00      100.00
------------+-----------------------------------
      Total |        191      100.00

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1959, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1403026 |        196      100.00      100.00
------------+-----------------------------------
      Total |        196      100.00

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        125      100.00      100.00
------------+-----------------------------------
      Total |        125      100.00

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         52      100.00      100.00
------------+-----------------------------------
      Total |         52      100.00

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0225451 |        115      100.00      100.00
------------+-----------------------------------
      Total |        115      100.00

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1960, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1374696 |        234      100.00      100.00
------------+-----------------------------------
      Total |        234      100.00

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        159      100.00      100.00
------------+-----------------------------------
      Total |        159      100.00

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         71      100.00      100.00
------------+-----------------------------------
      Total |         71      100.00

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0184975 |        141      100.00      100.00
------------+-----------------------------------
      Total |        141      100.00

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1961, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1466736 |        208      100.00      100.00
------------+-----------------------------------
      Total |        208      100.00

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        193      100.00      100.00
------------+-----------------------------------
      Total |        193      100.00

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         71      100.00      100.00
------------+-----------------------------------
      Total |         71      100.00

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0089286 |        144      100.00      100.00
------------+-----------------------------------
      Total |        144      100.00

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1962, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
    .087994 |        359      100.00      100.00
------------+-----------------------------------
      Total |        359      100.00

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        246      100.00      100.00
------------+-----------------------------------
      Total |        246      100.00

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         72      100.00      100.00
------------+-----------------------------------
      Total |         72      100.00

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0106048 |        183      100.00      100.00
------------+-----------------------------------
      Total |        183      100.00

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1963, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0911142 |        383      100.00      100.00
------------+-----------------------------------
      Total |        383      100.00

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        240      100.00      100.00
------------+-----------------------------------
      Total |        240      100.00

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         83      100.00      100.00
------------+-----------------------------------
      Total |         83      100.00

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0187152 |        211      100.00      100.00
------------+-----------------------------------
      Total |        211      100.00

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1964, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
    .086754 |        372      100.00      100.00
------------+-----------------------------------
      Total |        372      100.00

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0287456 |        241      100.00      100.00
------------+-----------------------------------
      Total |        241      100.00

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         92      100.00      100.00
------------+-----------------------------------
      Total |         92      100.00

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0440917 |        207      100.00      100.00
------------+-----------------------------------
      Total |        207      100.00

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1965, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1193543 |        313      100.00      100.00
------------+-----------------------------------
      Total |        313      100.00

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0275581 |        214      100.00      100.00
------------+-----------------------------------
      Total |        214      100.00

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        108      100.00      100.00
------------+-----------------------------------
      Total |        108      100.00

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0340107 |        248      100.00      100.00
------------+-----------------------------------
      Total |        248      100.00

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1966, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1136218 |        331      100.00      100.00
------------+-----------------------------------
      Total |        331      100.00

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0302956 |        217      100.00      100.00
------------+-----------------------------------
      Total |        217      100.00

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         77      100.00      100.00
------------+-----------------------------------
      Total |         77      100.00

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
    .043468 |        224      100.00      100.00
------------+-----------------------------------
      Total |        224      100.00

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1967, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1261123 |        315      100.00      100.00
------------+-----------------------------------
      Total |        315      100.00

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0296675 |        205      100.00      100.00
------------+-----------------------------------
      Total |        205      100.00

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |         90      100.00      100.00
------------+-----------------------------------
      Total |         90      100.00

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0453994 |        224      100.00      100.00
------------+-----------------------------------
      Total |        224      100.00

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1968, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1356828 |        298      100.00      100.00
------------+-----------------------------------
      Total |        298      100.00

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0288221 |        209      100.00      100.00
------------+-----------------------------------
      Total |        209      100.00

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0335475 |         71      100.00      100.00
------------+-----------------------------------
      Total |         71      100.00

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0470767 |        208      100.00      100.00
------------+-----------------------------------
      Total |        208      100.00

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1969, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1190693 |        344      100.00      100.00
------------+-----------------------------------
      Total |        344      100.00

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0317501 |        213      100.00      100.00
------------+-----------------------------------
      Total |        213      100.00

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0286285 |         77      100.00      100.00
------------+-----------------------------------
      Total |         77      100.00

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0433975 |        224      100.00      100.00
------------+-----------------------------------
      Total |        224      100.00

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1970, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1384232 |        325      100.00      100.00
------------+-----------------------------------
      Total |        325      100.00

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0519694 |        198      100.00      100.00
------------+-----------------------------------
      Total |        198      100.00

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0299202 |         79      100.00      100.00
------------+-----------------------------------
      Total |         79      100.00

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0629689 |        198      100.00      100.00
------------+-----------------------------------
      Total |        198      100.00

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1971, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1415549 |        304      100.00      100.00
------------+-----------------------------------
      Total |        304      100.00

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0634921 |        196      100.00      100.00
------------+-----------------------------------
      Total |        196      100.00

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0513006 |         73      100.00      100.00
------------+-----------------------------------
      Total |         73      100.00

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0479964 |        237      100.00      100.00
------------+-----------------------------------
      Total |        237      100.00

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1972, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
    .127941 |        347      100.00      100.00
------------+-----------------------------------
      Total |        347      100.00

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0897174 |        184      100.00      100.00
------------+-----------------------------------
      Total |        184      100.00

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0647349 |         83      100.00      100.00
------------+-----------------------------------
      Total |         83      100.00

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0635213 |        203      100.00      100.00
------------+-----------------------------------
      Total |        203      100.00

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1973, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
    .123409 |        388      100.00      100.00
------------+-----------------------------------
      Total |        388      100.00

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1025352 |        187      100.00      100.00
------------+-----------------------------------
      Total |        187      100.00

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0815094 |         71      100.00      100.00
------------+-----------------------------------
      Total |         71      100.00

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0631787 |        214      100.00      100.00
------------+-----------------------------------
      Total |        214      100.00

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1974, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1317584 |        341      100.00      100.00
------------+-----------------------------------
      Total |        341      100.00

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1082569 |        205      100.00      100.00
------------+-----------------------------------
      Total |        205      100.00

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0782563 |         99      100.00      100.00
------------+-----------------------------------
      Total |         99      100.00

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0629261 |        204      100.00      100.00
------------+-----------------------------------
      Total |        204      100.00

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1975, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1535744 |        321      100.00      100.00
------------+-----------------------------------
      Total |        321      100.00

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1316826 |        191      100.00      100.00
------------+-----------------------------------
      Total |        191      100.00

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0849598 |         89      100.00      100.00
------------+-----------------------------------
      Total |         89      100.00

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0664307 |        196      100.00      100.00
------------+-----------------------------------
      Total |        196      100.00

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1976, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1286775 |        371      100.00      100.00
------------+-----------------------------------
      Total |        371      100.00

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1215485 |        188      100.00      100.00
------------+-----------------------------------
      Total |        188      100.00

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0915119 |         83      100.00      100.00
------------+-----------------------------------
      Total |         83      100.00

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0536547 |        210      100.00      100.00
------------+-----------------------------------
      Total |        210      100.00

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1977, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1231304 |        349      100.00      100.00
------------+-----------------------------------
      Total |        349      100.00

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1236424 |        190      100.00      100.00
------------+-----------------------------------
      Total |        190      100.00

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1281113 |         74      100.00      100.00
------------+-----------------------------------
      Total |         74      100.00

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0481963 |        190      100.00      100.00
------------+-----------------------------------
      Total |        190      100.00

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1978, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1149714 |        384      100.00      100.00
------------+-----------------------------------
      Total |        384      100.00

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1193215 |        191      100.00      100.00
------------+-----------------------------------
      Total |        191      100.00

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1351183 |         86      100.00      100.00
------------+-----------------------------------
      Total |         86      100.00

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0583837 |        190      100.00      100.00
------------+-----------------------------------
      Total |        190      100.00

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1979, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1178319 |        399      100.00      100.00
------------+-----------------------------------
      Total |        399      100.00

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1304739 |        180      100.00      100.00
------------+-----------------------------------
      Total |        180      100.00

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
     .18411 |         74      100.00      100.00
------------+-----------------------------------
      Total |         74      100.00

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0611065 |        194      100.00      100.00
------------+-----------------------------------
      Total |        194      100.00

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1980, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 1

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1093271 |        426      100.00      100.00
------------+-----------------------------------
      Total |        426      100.00

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 4
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 5
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 6

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1275088 |        177      100.00      100.00
------------+-----------------------------------
      Total |        177      100.00

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 7
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 8
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 9

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .1864785 |         73      100.00      100.00
------------+-----------------------------------
      Total |         73      100.00

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 11
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 12
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 14
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 15
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 16
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 17

     places |      Freq.     Percent        Cum.
------------+-----------------------------------
   .0624358 |        206      100.00      100.00
------------+-----------------------------------
      Total |        206      100.00

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 18
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 19
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 20
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = 21
no observations

--------------------------------------------------------------------------------
-> svuosi = 1981, mkkoodi = .
no observations

--------------------------------------------------------------------------------
-> svuosi = ., mkkoodi = 1
no observations

--------------------------------------------------------------------------------
-> svuosi = ., mkkoodi = 2
no observations

--------------------------------------------------------------------------------
-> svuosi = ., mkkoodi = 6
no observations

--------------------------------------------------------------------------------
-> svuosi = ., mkkoodi = 10
no observations

--------------------------------------------------------------------------------
-> svuosi = ., mkkoodi = 13
no observations

--------------------------------------------------------------------------------
-> svuosi = ., mkkoodi = 15
no observations


. 
. 
. ******************************************************************************
> *************************
. 
. 
. * TABLES & NUMBERS IN TEXT PRODUCED BELOW
. 
. 
. ******************************************************************************
> *************************
. 
. 
. *-----------------------------------------------------------------------------
> ----
. 
. * DESCRIPTIVE STATISTICS - TABLES 1 AND A.1
. 
. *-----------------------------------------------------------------------------
> ----
. 
. * TABLE A.1
. 
. tab iedu                                if d_pat == 1

       iedu |      Freq.     Percent        Cum.
------------+-----------------------------------
         31 |          1        0.06        0.06
         32 |          1        0.06        0.13
         33 |         23        1.47        1.59
         34 |         97        6.18        7.78
         35 |          1        0.06        7.84
         36 |          2        0.13        7.97
         37 |         75        4.78       12.75
         38 |          6        0.38       13.13
         40 |         17        1.08       14.21
         41 |          1        0.06       14.28
         43 |         26        1.66       15.93
         44 |         97        6.18       22.12
         45 |          3        0.19       22.31
         46 |          2        0.13       22.43
         47 |         22        1.40       23.84
         48 |         11        0.70       24.54
         51 |          3        0.19       24.73
         52 |         46        2.93       27.66
         53 |          1        0.06       27.72
         54 |         37        2.36       30.08
         55 |          1        0.06       30.15
         56 |          2        0.13       30.27
         57 |         12        0.76       31.04
         58 |          1        0.06       31.10
         61 |          2        0.13       31.23
         63 |         20        1.27       32.50
         64 |          2        0.13       32.63
         65 |          1        0.06       32.70
         68 |          6        0.38       33.08
         71 |         12        0.76       33.84
         73 |         27        1.72       35.56
         74 |         69        4.40       39.96
         76 |         24        1.53       41.49
         77 |         22        1.40       42.89
         78 |          1        0.06       42.96
         81 |          2        0.13       43.08
         83 |          3        0.19       43.28
         84 |         13        0.83       44.10
         86 |          3        0.19       44.30
         87 |          3        0.19       44.49
         88 |          4        0.25       44.74
         99 |        867       55.26      100.00
------------+-----------------------------------
      Total |      1,569      100.00

. tab iedu                                if d_pat == 0

       iedu |      Freq.     Percent        Cum.
------------+-----------------------------------
         31 |         26        0.07        0.07
         32 |         30        0.08        0.16
         33 |        370        1.04        1.19
         34 |      1,918        5.38        6.57
         35 |         28        0.08        6.65
         36 |          9        0.03        6.67
         37 |      1,142        3.20        9.87
         38 |        126        0.35       10.23
         40 |        271        0.76       10.99
         41 |         10        0.03       11.02
         43 |        329        0.92       11.94
         44 |      1,050        2.94       14.88
         45 |         47        0.13       15.01
         46 |         40        0.11       15.12
         47 |        210        0.59       15.71
         48 |        229        0.64       16.36
         51 |         43        0.12       16.48
         52 |        380        1.07       17.54
         53 |          8        0.02       17.56
         54 |        329        0.92       18.49
         55 |          7        0.02       18.50
         56 |         18        0.05       18.56
         57 |         98        0.27       18.83
         58 |         35        0.10       18.93
         61 |         16        0.04       18.97
         62 |         26        0.07       19.05
         63 |        244        0.68       19.73
         64 |         15        0.04       19.77
         65 |         37        0.10       19.88
         66 |          6        0.02       19.89
         68 |         44        0.12       20.02
         71 |        142        0.40       20.41
         72 |          5        0.01       20.43
         73 |        210        0.59       21.02
         74 |        377        1.06       22.07
         76 |        136        0.38       22.45
         77 |        121        0.34       22.79
         78 |         31        0.09       22.88
         81 |         16        0.04       22.93
         83 |         24        0.07       22.99
         84 |         56        0.16       23.15
         86 |         25        0.07       23.22
         87 |          7        0.02       23.24
         88 |         24        0.07       23.31
         99 |     27,362       76.69      100.00
------------+-----------------------------------
      Total |     35,677      100.00

. 
. * TABLE 1 panel A
. tab edu_level                   if totpat > 0

  edu_level |      Freq.     Percent        Cum.
------------+-----------------------------------
          3 |        336       14.43       14.43
          5 |        256       11.00       25.43
          6 |        420       18.04       43.47
          7 |        824       35.40       78.87
          8 |        316       13.57       92.44
          9 |        176        7.56      100.00
------------+-----------------------------------
      Total |      2,328      100.00

. tab edu_level                   if totpat == 0

  edu_level |      Freq.     Percent        Cum.
------------+-----------------------------------
          3 |     25,135       37.78       37.78
          5 |      8,616       12.95       50.73
          6 |      3,610        5.43       56.16
          7 |      3,435        5.16       61.32
          8 |        262        0.39       61.71
          9 |     25,472       38.29      100.00
------------+-----------------------------------
      Total |     66,530      100.00

. 
. tab edu_field                   if totpat > 0

  edu_field |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        127        5.46        5.46
          1 |          6        0.26        5.71
          2 |         14        0.60        6.31
          3 |         62        2.66        8.98
          4 |        261       11.21       20.19
          5 |      1,533       65.85       86.04
          6 |         37        1.59       87.63
          7 |         94        4.04       91.67
          8 |         18        0.77       92.44
          9 |        176        7.56      100.00
------------+-----------------------------------
      Total |      2,328      100.00

. tab edu_field                   if totpat == 0

  edu_field |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |      2,914        4.38        4.38
          1 |      1,235        1.86        6.24
          2 |      1,309        1.97        8.20
          3 |      7,894       11.87       20.07
          4 |        827        1.24       21.31
          5 |     14,769       22.20       43.51
          6 |      2,256        3.39       46.90
          7 |      4,380        6.58       53.49
          8 |      5,472        8.22       61.71
          9 |     25,474       38.29      100.00
------------+-----------------------------------
      Total |     66,530      100.00

. 
. tab uni_eng                     if totpat > 0 

    uni_eng |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |      1,574       67.61       67.61
          1 |        754       32.39      100.00
------------+-----------------------------------
      Total |      2,328      100.00

. tab uni_eng                     if totpat == 0

    uni_eng |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |     65,824       98.94       98.94
          1 |        706        1.06      100.00
------------+-----------------------------------
      Total |     66,530      100.00

. 
. * entrepreneurship status
. tab amas1                               if totpat > 0 

ammattiasem |
    a (tvm) |      Freq.     Percent        Cum.
------------+-----------------------------------
          1 |      2,077       93.26       93.26
          2 |        150        6.74      100.00
------------+-----------------------------------
      Total |      2,227      100.00

. tab amas1                               if totpat == 0

ammattiasem |
    a (tvm) |      Freq.     Percent        Cum.
------------+-----------------------------------
          1 |     47,707       85.80       85.80
          2 |      7,895       14.20      100.00
------------+-----------------------------------
      Total |     55,602      100.00

. 
. * TABLE 1 panel B
. tabstat age female finn finnish swedish born_* near_tec totpat totcit uni_eng 
> if totpat > 0, stat(mean sd p50 n)

   stats |       age    female      finn   finnish   swedish  born_~50  born_~60
---------+----------------------------------------------------------------------
    mean |  37.36426  .0790378  .9935567  .9256873  .0652921  .4347079  .4132302
      sd |  7.857867  .2698557  .0800283  .2623355  .2470936  .4958251  .4925192
     p50 |        37         0         1         1         0         0         0
       N |      2328      2328      2328      2328      2328      2328      2328
--------------------------------------------------------------------------------

   stats |  born_~70  near_tec    totpat    totcit   uni_eng
---------+--------------------------------------------------
    mean |  .1520619  1.445115  1.914089  18.34112  .3238832
      sd |   .359158  1.549021  2.051216   34.2892  .4680566
     p50 |         0       .96         1  7.633588         0
       N |      2328      4266      2328      2328      2328
------------------------------------------------------------

. tabstat age female finn finnish swedish born_* near_tec totpat totcit uni_eng 
> if totpat == 0, stat(mean sd p50 n)

   stats |       age    female      finn   finnish   swedish  born_~50  born_~60
---------+----------------------------------------------------------------------
    mean |  39.20616  .4925898  .9954006   .940959  .0536901  .5117691   .353179
      sd |  8.764442  .4999488  .0676635  .2357033  .2254068  .4998652  .4779613
     p50 |        39         0         1         1         0         1         0
       N |     66530     66530     66530     66530     66530     66530     66530
--------------------------------------------------------------------------------

   stats |  born_~70  near_tec    totpat    totcit   uni_eng
---------+--------------------------------------------------
    mean |  .1350519  1.710053         0         0  .0106118
      sd |  .3417815   1.50921         0         0  .1024661
     p50 |         0      1.45         0         0         0
       N |     66530     58146     66530     66530     66530
------------------------------------------------------------

. 
. tab ptoim1                              if totpat > 0

p��asiallin |
en toiminta |
(ty�voimak� |
site = tvm) |      Freq.     Percent        Cum.
------------+-----------------------------------
         11 |      2,227       95.66       95.66
         12 |         13        0.56       96.22
         22 |         41        1.76       97.98
         24 |         12        0.52       98.50
         25 |          6        0.26       98.75
         99 |         29        1.25      100.00
------------+-----------------------------------
      Total |      2,328      100.00

. tab ptoim1                              if totpat == 0

p��asiallin |
en toiminta |
(ty�voimak� |
site = tvm) |      Freq.     Percent        Cum.
------------+-----------------------------------
         11 |     55,602       83.57       83.57
         12 |      2,736        4.11       87.69
         22 |      1,221        1.84       89.52
         24 |      3,560        5.35       94.87
         25 |         19        0.03       94.90
         99 |      3,392        5.10      100.00
------------+-----------------------------------
      Total |     66,530      100.00

. 
. keep                                    if totpat > 0
(66530 observations deleted)

. 
. histogram totpat                if totpat >  0, discrete frequency ///
>         xtitle("Patent applications 1988 - 1996") 
(start=1, width=1)

. save fig3.gph, replace
file fig3.gph saved

. 
. exit

end of do-file


